shivakanthsujit / reducible-loss
Codebase for Prioritizing samples in Reinforcement Learning with Reducible Loss
☆10Updated 2 years ago
Alternatives and similar repositories for reducible-loss
Users that are interested in reducible-loss are comparing it to the libraries listed below
Sorting:
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆31Updated 5 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 3 years ago
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆30Updated 4 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- Conservative Q learning in Jax☆54Updated 2 years ago
- Learning Laplacian Representations in Reinforcement Learning☆17Updated 4 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Synthetic Experience Replay☆92Updated 11 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆142Updated last year
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆17Updated 2 months ago
- ☆55Updated 2 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆44Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆82Updated 5 months ago
- ☆53Updated last year
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆65Updated 11 months ago
- ☆45Updated last year
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Simple maze environments using mujoco-py☆54Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆55Updated 10 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated 10 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- A PyTorch implementation of Implicit Q-Learning☆81Updated 3 years ago
- The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)☆25Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆100Updated 11 months ago
- ☆14Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago